This is a sample report — generated for a demo idea: TiffiGo, a monthly tiffin subscription for college students. Your report will be built from your idea, specific to your market and numbers.
TiffiGoMonthly Tiffin Subscriptionfor College Students
Homestyle meals for college students in Delhi NCR, ordered monthly via WhatsApp at $29–$38/month — cheaper than food delivery, healthier than hostel mess food.
0/ 100
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⚠ Dead Founders Warning
This space has buried well-funded startups.
Learn from their graves, not your own.
RIP · Bengaluru · 2016
Eatfresh
Raised $2M, expanded city-wide before route density.
Cause
$1/order delivery cost at scattered demand
Lesson
Geofence ruthlessly. One dense cluster beats a thin city every time.
RIP · Delhi NCR · 2019–22
Home-chef apps
A wave of subscription apps that built apps first, cooked second.
Cause
6-month build cycles while WhatsApp-run rivals took the customers
Lesson
WhatsApp + spreadsheet until 500 subscribers.
RIP · Pune · 2021
Frugal Feasts
7-day plans sold into a student market.
Cause
Weekend churn refunds destroyed cash flow
Lesson
Sell Mon–Fri. Match the product to the customer's actual week.
✓ The survivor · Jaipur
380 meals/day
Single kitchen, $23k/yr profit. One 2-km radius, weekday-only, UPI autopay from day one.
Rule
No new menu items for 6 months. Expand only when utilization crosses 65%.
01 / 14
AiiQA Team Verdict
This works as a business, but only if you treat it as a logistics company that happens to cook.
The winners in this space succeeded on route density, not recipes. Start with one 3-km radius around a single campus cluster, prove 60%+ kitchen utilization, then expand.
What works
Any food-ops experience — fest stalls, a cloud-kitchen gig — means you already speak prep-time, spoilage and routes.
What kills it
Route density never crosses break-even.
Best idea in it
Exam-month surge plans — comfort menus and late-night slots during the 6 exam weeks a year, at a 15% premium.
🎯 Do this week
Stand outside 2 hostel messes at dinner and get 20 students to pre-commit $6 deposits for a 1-week trial. It validates willingness to pay better than any survey.
How AiiQA helps
We build the WhatsApp-ordering MVP — catalog, UPI autopay, delivery slots — in 6–8 weeks, plus the route-density model that tells you when a second kitchen makes sense.
Success signalReferrals ≥30% of new subs; utilization ≥65%
Budget $2.1k
07 / 14
Unit economics
Healthy at scale, fragile at launch — density is the lever.
CAC$1.50–2ambassador + referral mix
LTV$1025.8-month avg × $18 contribution
LTV : CAC5.1 : 1
3:1
Payback< 1 monthMargin 38–42% per meal at 60+ orders/day
Subscribers vs monthsBreak-even · Month 4 at 95 subscribers
Below 40 orders/day, fixed kitchen costs push contribution margin negative — density before marketing, always.
08 / 14
First 10 customers
1st-year students in PGs without mess access, 2–6 km from campus, food budget $30+/month.
WhatsAppHostel/PG wing groups
Get one senior per group to vouch; post the weekly menu every Sunday 8pm.
InstagramCollege meme pages
Sponsor 2–3 posts/month with a $1-off first-month code.
Google Maps“Tiffin near <campus>”
Free listing with photos; ask every week-1 customer for a review.
TelegramCampus batch groups
Exam-week late-night offers where seniors already share notes.
Cold outreach script“Home-style food, cheaper than the mess — trial $2.50/week”
Hi! We're TiffiGo, a homestyle tiffin service for <campus> students — 2 curries, 4 flatbreads, dal and rice, $33/month. First week trial at $2.50 so you can taste before you commit. Want this week's menu?
The whole funnel
$2.50 trial week100%
Monthly at $3340%
Collect the UPI autopay mandate at conversion, not after.
09 / 14
Tech stack
WhatsApp-first, spreadsheet-second. Don't build an app until 500+ subscribers.
FrontendWhatsApp Business catalog + one Next.js menu page